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《Telecommunication Engineering》 2006-01
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A Wavelet Multi-resolution Image Fusion Method Based on Principle Component Analysis

CHEN Huai-xin,WANG Lian-liang(Southwest China Institute of Electronic Technology,Chengdu 610036,China)  
An image fusion method of wavelet multiresolution based on principle component analysis(PCA) is presented.A pair of images are decomposed using wavelet transform,adaptive fusion weight value for the coefficients of wavelet approximations are resolved using PCA,the coefficients of wavelet details are fused by local wavelet energy,then images are fused by inverse transform of fusion wavelet coefficients.The experimental results show the fused image is of obvious feature,visibility and image interpretation.
【CateGory Index】: TN911.73
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【References】
Chinese Journal Full-text Database 7 Hits
1 LIU Jianwei1) SONG Mengxin2) GUO Ping2)(1)Department of Mathematics and Physics,Xi'an Technological University,710032,Xi'an,China;2)Image Processing and Pattern Recognition Laboratory,Beijing Normal University,100875,Beijing,China);A NEW REMOTE SENSING IMAGE FUSION METHOD BASED ON HSI AND WAVELET TRANSFORMATION[J];Journal of Beijing Normal University(Natural Science);2008-06
2 XU Kang,XU Boqing (School of Optical-Electrical and Computer Engineering,University of Shanghai for Science and Technology,Shanghai 200093,China);A new fusion method based on HSI and wavelet transform for visual and infrared images[J];Optical Instruments;2010-04
3 WANG Yan-hong1,LI Deng-hui2,SUN Xi-yan1(1.School of Information and Communication,Guilin University of Electronic Technology,Guilin 541004,China;2.Institute of Information Technology,Guilin University of Electronic Technology,Guilin 541004,China);Multi-rule Image Fusion Based on Wavelet Transform[J];Telecommunication Engineering;2012-11
4 ZHAO Xiao-lei (Computer Science Department of Weinan Teachers University,Weinan 714000,P.R.China);Image Fusion Based on IHS Transform and Principal Component Analysis (PCA) Transform[J];Science Technology and Engineering;2010-20
5 NIU Yue-qin;Geophysical Prospecting and Surveying Team, Shandong Provincial Bureau of Coal Geology;;Comparative Analysis of Image Fusion Methods Based on Wavelet Transform[J];Science & Technology Information;2014-15
6 CAI Na1,YAO Zhi-qiang1,SHA Jin-ming2(1.School of Mathmatics and Computer Science,Fujian Normal University,Fuzhou Fujian 350007,China; 2.The Department of Software,Fujian Normal University,Fuzhou Fujian 350007,China);The Remote Sensing Image Fusion Method Based on Wavelet Transform[J];Journal of Putian University;2008-02
7 Chen Ze-xi;Research on pixel level fusion algorithm for multi-source remote sensing image fusion[J];Automation & Instrumentation;2012-04
【Citations】
Chinese Journal Full-text Database 2 Hits
1 WANG Wei-wei~1, SHUI Peng-lang~1, SONG Guo-xiang~2;2. School of Science, Xidian University, Xi'an 710071, China);Multi-focus image fusion in wavelet domain[J];Systems Engineering and Electronics;2004-05
2 WANG Wen jie, TANG Ping, ZHU Chong guang (Institute of Remote Sensing Applications, Chinese Academy of Sciences, Beijing 100101);A Wavelet Transform-Based Image Fusion Method[J];Journal of Image and Graphics;2001-11
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 ZHOU Ming-zheng~1,LI Hua~2, WANG Jun~1 (1.Dept.of Comp.Sci.& Engn.,Anhui University of Technology and Science ,Wuhu 241000,China; 2.Wuhu Technical and Vocational School, Wuhu 241000, China);A algorithm and application of wavelet mark image denoising based on soft threshold[J];Journal of Anhui University of Technology and Science;2003-04
2 WANG Su hua 1,ZHANG Wei lin 2(1.School of Civil Engineering,Hefei University of Technology,Hefei,230009,China;2.Anhui Institute of Architecture & Industry,Hefei,230022,China);APPLICATION STUDY OF WAVELET TRANSFORM IN CABLE FORCES DETECTION OF CABLE-STAYED BRIDGE[J];Journal of Anhui Institute of Architecture;2004-03
3 HAN Han-peng et al (College of Information Sciences and Technology, Hainan University, Danzhou, Hainan 571737);Application of Uniform Design on the Rubber Nancomposite Production Technology[J];Journal of Anhui Agricultural Sciences;2008-08
4 TANG Fei-yu et al(College of Agronomy,Jiangxi Agricultural University,Nanchang,Jiangxi 330045);Study on Canonical Correlation of Quantitative Traits in Upland Cotton with High Quality[J];Journal of Anhui Agricultural Sciences;2008-16
5 YU You-gui~(1,2),HE Jian-hua~2,NIE Xin-zhi~2(1.Bio-engineering Department of Shaoyang College,Shaoyang 422004; 2.College of Animal Science and Technology,Hunan Agricultural University,Changsha 410128);Effect of Enzymes Preparation Supplementation in Diets with Wheat on Digestion and Microflora in Growing Pigs[J];Journal of Anhui Agricultural University;2005-04
6 BAO Bu-yun,HU Chun-yang (School of Economics and Management,Anhui Science and Technology University,Fengyang 233100,China);An Empirical Exploration on Evaluation of Teaching Quality by Use of Factor Analysis——Take Courses of Industrial and Administrational Majors in Anhui Science and Technology University as an Example[J];Journal of Anhui Science and Technology University;2010-01
7 LIU Dong-mei1,FANG Li-ming1,CHENG Gui-ping1,ZHANG Jing2(1.Department of Medical physics;2.Second Department of Medical,Wannan Medical Institute,Wuhu 241002,China);Studying on Wavelet Coefficient Thresholding Based on Neighboring for Medical Image Denoising[J];Journal of Anqing Teachers College(Natural Science Edition);2009-03
8 DONG Li-wen~1,JIA Zhu-zhi~2,XIE Yuan-dan~1,WANG ping~2(1.School of Computer Science and Engineering,Anshan University of Science and Technology, Anshan 114044,China;2.School of Electronic and Information Engineering,Anshan University of Science and Technology ,Anshan 114044,China);Image-denoising algorithm based on wavelet transform[J];Journal of Anshan University of Science and Technology;2004-03
9 JIA Zhu-zhi~1,DONG Li-wen~2,DONG Bo~3,XIE Yuan-dan~2 (1.Higher Vocational Technical Institute,Anshan University of Science and Technology,Anshan 114044,China; 2.School of Computer Science and Engineering,Anshan University of Science and Technology,Anshan 114044,China; 3.Rod Mill Angang New Steel Co Ltd,Anshan 114042,China);Comparsion study of Fourier transform,Gabor transform and wavelet transform[J];Journal of Anshan University of Science and Technology;2005-01
10 GAO Guo-wei,XIE Yuan-dan,WANG Yu(School of Computer Science and Engineering,Anshan University of Science and Technology,Anshan 114044,China);Image-denoising method based on wavelet packet transform and median filter[J];Journal of Anshan University of Science and Technology;2006-01
China Proceedings of conference Full-text Database 10 Hits
1 Zhu Yin,Wu Min,Cao Weihua,He Yong School of Information Science and Engineering,Central South University,Changsha 410083,P.R.China;An Image Processing Method Based on Wavelet Decomposition and Image Enhancement for Blast Furnace Infrared Image[A];[C];2008
2 Zhang Su Yu Yuanhang Zhang Yu Wang Wensheng(Laboratory of Contemporary Optical Measure Technology,Changchun University of Science and Technology,Changchun,130022,China);Application of wavelet transform in low light level target detection and recognition[A];[C];2011
3 Han Jian-tao,Wang Shu-hong,Chen Zeng-ping (ATR Lab of National University of Defence Technology,Changsha 410073);Detect Weak Small Target of Visible Light based on Gray Morphology[A];[C];2005
4 LIU Shuang-xi XING Ji-shou WEI Jian-liang (School of Mechanical-Electrical Engineering,Beijing Information-Technology University,Beijing 100085,China);Application of Wavelet Transform in Gear Thread Detection[A];[C];2007
5 GAO Shou-li LI Ting-ting YANG Shi-guo Lü Ying-min (College of Landscape Architecture,Beijing Forestry University,National Engineering Research Center for Floriculture,Beijing 100083);Study on the Regional Development Model of Facility Horticulture in North-west of China[A];[C];2009
6 LONG Bo~1 YANG Li-fang~2 XIAO Jian~2 LIANG Ying~2 1.Highland Digital Technology INC.,Nanning,Guangxi,530022,China; 2.Guangxi Computing Center,Nanning,Guangxi,530022,China;The Implementation on Largescale Document Imaging[A];[C];2007
7 LuGuilin XieHaiyuan YangJiHai YangJun An (The electrical Engineering Department,Guangxi University of Technology,Liu zhou 545006,China);summarize on Basal Theory of nonlinear filter Methods of Radar Signal[A];[C];2007
8 LI Jun-ling,ZHANG Jin-tun (1. Institute of Meteorological Sciences of Henan Province, Zhengzhou 450003; 2. College of Life Sciences, Beijing Normal University, Beijing 100875);The Application of The Ordered Plot Clustering to Analyze Tourism Impacts on Vegetation in Putuo Mountains, ZheJiang[A];[C];2007
9 MA Yan-jun SHI Ai-ye XU Li-zhong (College of Computer& Information Engineering of HoHai University,Nanjing);Fusion of Remote sensing Images Using Region-based Selection Operator[A];[C];2006
10 Zhao Dazhe~1 Yang Jinzhu~1 Li Wei~1 Zhang Fengchun~2 (1.School of Information Science and Engineering,Northeastern University,Sheyang 110004,China;2 Liaoning TUMCR Hospital,Shenyang 110042);An CR-image enhancement algorithm of self-adaptive threshold based on wavelet transform[A];[C];2008
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 LIANG-Yan,ZHANG Shu-qiong,HEI jun-miao,YU Kai(Earth and Environment Institute of Anhui University of Science and Technology,Huainan Anhui 232001,China);The Technology of Remote Sensing Image Fusioning[J];Beijing Surveying and Mapping;2010-02
2 MAO Shi yi ZHAO Wei (Beijing University of Aeronautics and Astronautics, Dept. of Electronic Engineering);Comments on Multisensor Image Fusion Techniques[J];Journal of Beijing University of Aeronautics and Astronautics;2002-05
3 CUI Yan mei, NI Guo qiang, ZHONG Yan li, WANG Yi, NIU Yong sheng (Department of Optical Engineering, Beijing Institute of Technology, Beijing100081);Analysis and Evaluation of the Effect of Image Fusion Using Statistics Parameters[J];JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY;2000-01
4 Liu Jianwei Guo Ping(Image Processing and Pattern Recognition Laboratory,Beijing Normal University,100875,Beijing,China);A NOVEL IMAGE FUSION METHOD BASED ON EDGE DETECTION[J];Journal of Beijing Normal University(Natural Science);2007-05
5 WANG Zhongni YU Xianchuan ZHANG Libao(College of Information Science and Technology,Beijing Normal University,100875,Beijing,China);A REMOTE SENSING IMAGE FUSION ALGORITHM BASED ON NON-NEGATIVE MATRIX FACTORIZATION[J];Journal of Beijing Normal University(Natural Science);2008-04
6 LIU Jianwei1) SONG Mengxin2) GUO Ping2)(1)Department of Mathematics and Physics,Xi'an Technological University,710032,Xi'an,China;2)Image Processing and Pattern Recognition Laboratory,Beijing Normal University,100875,Beijing,China);A NEW REMOTE SENSING IMAGE FUSION METHOD BASED ON HSI AND WAVELET TRANSFORMATION[J];Journal of Beijing Normal University(Natural Science);2008-06
7 XU Yan-fang,SONG Yue-hong,ZHAI Ming(School of Printing & Packing Engineering,Beijing Institute of Graphic Communication,Beijing 102600,China);Color Reproduction Quality Metric of Printing Images Based on the Subjective and Objective Evaluations[J];Journal of Beijing Institute of Graphic Communication;2008-06
8 YAN Ge(Jiangxi Press and Publication Technical College,Nanchang 330224,China);Image Mosaic Method Based on Gray Scale Feature Points[J];Packaging Engineering;2009-04
9 LING Feng,CAO Jian-lin,YANG Ling,YANG Zhi-peng(Dept.of Electronic Engineering,CUIT,Chengdu 610225,China);Image fusion method based on Double-tree complex wavelet transform[J];Journal of Chengdu University of Information Technology;2009-02
10 WANGJian-mei,LI De-ren;A Study of Fusion Algorithms of QuickBird Pan and Multispectral Images for Land Cover Classification[J];Bulletin of Surveying and Mapping;2005-10
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 JIANG Yongyao SONG Jingwei LU Hao(School of Remote Sensing and Information Engineering,Wuhan University,129 Luoyu Road,Wuhan 430079,China);A Fusion Method Based on Least Squares Model and Principal Component Analysis[J];Journal of Geomatics;2011-06
2 GU Qiu-ting SONG Jun-Rong (JinLing Institure of Technology, Nanjing, Jiangsu ,210096,China);The Multi-Sensor Image Fusion Method Based on Wavelet Transform[J];Computer Knowledge and Technology;2008-S1
3 XU Kang,XU Boqing (School of Optical-Electrical and Computer Engineering,University of Shanghai for Science and Technology,Shanghai 200093,China);A new fusion method based on HSI and wavelet transform for visual and infrared images[J];Optical Instruments;2010-04
4 WANG Yuanbo;LIU Jie;SHEN Hongbin;LI Gang;LI Li;Ordnance Engineering College;;Experiment research on long wave infrared polarization imaging and fusion with intensity image[J];Optical Instruments;2013-05
5 HU Chong;;Fusion of SAR and Multispectral Image Based on NSCT and IHS Transform[J];Geospatial Information;2015-03
6 Song Mengxin and Guo Ping(Image Processing and Pattern Recognition Laboratory,Beijing Normal University,Beijing 100875);A Combinatorial Optimization Method for Remote Sensing Image Fusion with Contourlet and HSI Transform[J];Journal of Computer-Aided Design & Computer Graphics;2012-01
7 HE Wen-jian;LI Yan;School of Computer, South China Normal University;Spatial Information Technology and Application Research Center, South China Normal University;;Gradient Field Image Progressive Fusion Algorithm Combined with Wavelet Transformation[J];Computer Engineering;2014-04
8 GUO Quan-min;LI Xiao-ling;School of Electronic Information Engineering,Xi'an Technological University;;Vehicles' Anti-blooming Method Based on Visible and Infrared Images Fusion[J];Infrared Technology;2015-06
9 Gao Xin;Lv Xinjing;Xu Yongxin;School of Urban Planning & Landscaping,Xuchang University;;An Evaluation Study of Remote Sensing Image Fusion Method Based on Quickbird[J];Journal of Green Science and Technology;2015-07
10 CHEN Hui;College of Electronics and Information Science,Fujian Jiangxia University;;Kansei Image Retrieval Based on Color and Emotional Semantic Features[J];Journal of Putian University;2013-05
【Secondary Citations】
Chinese Journal Full-text Database 5 Hits
1 Jiang Xiaoyu Gao Zhiyun Zhou Liwei (Department of Optical Engineering, Beijing Institute of Technology, Beijing 100081);Multiresolution Image Fusion Based on Wavelet Transform[J];JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY;1997-04
2 Mei Jianping;Quan Ziyi(Beijing Univ. of Posts & Telecomm.,Beijing 100088);Orthogonal Frequency Division Multiplexing and Its Application to High Speed Digital Communication[J];TELECOMMUNICATIONS SCIENCE;1995-04
3 Yang Fu-sheng Dai Xian-zhong (Qing Hua university);Sampling Theorem for Bandpass Signats[J];Signal Proccessing;1986-01
4 LI Jun\ ZHOU Yue_Qin\ LI De_Ren (LIESMARS, Wuhan Technical University of Surveying and Mapping, Wuhan 430070);Fusion of High_resolution Panchromatic and Multispectral Images by Using Wavelet Transform[J];JOURNAL OF REMOTE SENSING;1999-02
5 He Guojin, Li Kelu, Hu Deyong (China Remote Sensing Satellite Ground Station, Beijing 100086) Cong Bolin, Zhang Wenhua (Geological Institute of Chinese Academy of Sciences, Beijing 100029);Information Fusion of Multisensor Satellite Remote Sensing Data: Theory, Methodology and Experiment[J];JOURNAL OF IMAGE AND GRAPHICS;1999-09
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